Add MaxAbsScaler Estimator

[icfaust]

The MaxAbScaler estimator scales the data by its maximum absolute value. Use the IncrementalBasicStatistics estimator
to generate the min and max to scale the data. Investigate where the new implementation may be low performance and
include guards in the code to use Scikit-learn as necessary. The final deliverable would be to add this estimator to the 'spmd'
interfaces which are effective on MPI-enabled supercomputers, this will use the underlying MPI-enabled minimum and maximum
calculators in IncrementalBasicStatistics. This is similar to the MinMaxScaler and can be combined into a small project.
This is an easy difficulty project.

https://scikit-learn.org/stable/modules/generated/sklearn.preprocessing.MaxAbsScaler.html